Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810002921

The MH-36 locality cells most similar to this Latur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001211

distance 0.241 · cross-district

#2 · Laturcell 4810003627

distance 0.243

#3 · Laturcell 4810002926

distance 0.245

#4 · Laturcell 4810002828

distance 0.253

#5 · Laturcell 4810004117

distance 0.259

#6 · Laturcell 4810002729

distance 0.259

#7 · Dharashivcell 4880003376

distance 0.261 · cross-district

#8 · Laturcell 4810005737

distance 0.263

#9 · Nandedcell 4850003173

distance 0.266 · cross-district

#10 · Laturcell 4810003099

distance 0.267

#11 · Laturcell 4810006171

distance 0.267

#12 · Parbhanicell 4890000118

distance 0.271 · cross-district

#13 · Laturcell 4810002922

distance 0.271

#14 · Nandedcell 4850002528

distance 0.273 · cross-district

#15 · Dharashivcell 4880003493

distance 0.277 · cross-district

#16 · Nandedcell 4850002244

distance 0.277 · cross-district

#17 · Nandedcell 4850001036

distance 0.279 · cross-district

#18 · Dharashivcell 4880005535

distance 0.279 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":481,"cluster_id":4810002921}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.